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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Cardiovasc. Med.</journal-id><journal-title-group>
<journal-title>Frontiers in Cardiovascular Medicine</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Cardiovasc. Med.</abbrev-journal-title></journal-title-group>
<issn pub-type="epub">2297-055X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fcvm.2025.1646786</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Effects of fasting on endothelial function in type 2 diabetes mellitus patients: cohort study</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author"><name><surname>Lamti</surname><given-names>Feten</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/3097807/overview"/><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Formal analysis" vocab-term-identifier="https://credit.niso.org/contributor-roles/formal-analysis/">Formal analysis</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Data curation" vocab-term-identifier="https://credit.niso.org/contributor-roles/data-curation/">Data curation</role></contrib>
<contrib contrib-type="author"><name><surname>Messous</surname><given-names>Salma</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Funding acquisition" vocab-term-identifier="https://credit.niso.org/contributor-roles/funding-acquisition/">Funding acquisition</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Data curation" vocab-term-identifier="https://credit.niso.org/contributor-roles/data-curation/">Data curation</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Formal analysis" vocab-term-identifier="https://credit.niso.org/contributor-roles/formal-analysis/">Formal analysis</role></contrib>
<contrib contrib-type="author"><name><surname>Toumia</surname><given-names>Marwa</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="visualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/visualization/">Visualization</role></contrib>
<contrib contrib-type="author"><name><surname>Trabelsi</surname><given-names>Imen</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Formal analysis" vocab-term-identifier="https://credit.niso.org/contributor-roles/formal-analysis/">Formal analysis</role></contrib>
<contrib contrib-type="author"><name><surname>Dhaoui</surname><given-names>Randa</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/2767585/overview" /><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="resources" vocab-term-identifier="https://credit.niso.org/contributor-roles/resources/">Resources</role></contrib>
<contrib contrib-type="author"><name><surname>Bel Haj Ali</surname><given-names>Khaoula</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/3160533/overview" /><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="resources" vocab-term-identifier="https://credit.niso.org/contributor-roles/resources/">Resources</role></contrib>
<contrib contrib-type="author"><name><surname>Hajji</surname><given-names>Ekram</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/2839793/overview" /><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Data curation" vocab-term-identifier="https://credit.niso.org/contributor-roles/data-curation/">Data curation</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role></contrib>
<contrib contrib-type="author"><name><surname>Benamor</surname><given-names>Bilal</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="resources" vocab-term-identifier="https://credit.niso.org/contributor-roles/resources/">Resources</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role></contrib>
<contrib contrib-type="author"><name><surname>Sekma</surname><given-names>Adel</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="resources" vocab-term-identifier="https://credit.niso.org/contributor-roles/resources/">Resources</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role></contrib>
<contrib contrib-type="author"><name><surname>Jaballah</surname><given-names>Rahma</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Formal analysis" vocab-term-identifier="https://credit.niso.org/contributor-roles/formal-analysis/">Formal analysis</role></contrib>
<contrib contrib-type="author"><name><surname>Yaakoubi</surname><given-names>Hajer</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Data curation" vocab-term-identifier="https://credit.niso.org/contributor-roles/data-curation/">Data curation</role></contrib>
<contrib contrib-type="author"><name><surname>Zorgati</surname><given-names>Asma</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="visualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/visualization/">Visualization</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role></contrib>
<contrib contrib-type="author"><name><surname>Beltaief</surname><given-names>Kaouthar</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="methodology" vocab-term-identifier="https://credit.niso.org/contributor-roles/methodology/">Methodology</role></contrib>
<contrib contrib-type="author"><name><surname>Ben Soltane</surname><given-names>Houda</given-names></name>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/3072025/overview" /><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="methodology" vocab-term-identifier="https://credit.niso.org/contributor-roles/methodology/">Methodology</role></contrib>
<contrib contrib-type="author"><name><surname>Mezgar</surname><given-names>Zied</given-names></name>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="visualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/visualization/">Visualization</role></contrib>
<contrib contrib-type="author"><name><surname>Khrouf</surname><given-names>Mariem</given-names></name>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Project administration" vocab-term-identifier="https://credit.niso.org/contributor-roles/project-administration/">Project administration</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role></contrib>
<contrib contrib-type="author"><name><surname>Ben Abdallah</surname><given-names>Imen</given-names></name>
<xref ref-type="aff" rid="aff7"><sup>7</sup></xref><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role></contrib>
<contrib contrib-type="author"><name><surname>Sghaier</surname><given-names>Amira</given-names></name>
<xref ref-type="aff" rid="aff8"><sup>8</sup></xref><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Data curation" vocab-term-identifier="https://credit.niso.org/contributor-roles/data-curation/">Data curation</role></contrib>
<contrib contrib-type="author"><name><surname>Jerbi</surname><given-names>Nahla</given-names></name>
<xref ref-type="aff" rid="aff8"><sup>8</sup></xref><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role></contrib>
<contrib contrib-type="author"><name><surname>Razgallah</surname><given-names>Rabie</given-names></name>
<xref ref-type="aff" rid="aff9"><sup>9</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/3100124/overview" /><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Formal analysis" vocab-term-identifier="https://credit.niso.org/contributor-roles/formal-analysis/">Formal analysis</role></contrib>
<contrib contrib-type="author"><name><surname>Hallara</surname><given-names>Ilhem</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Project administration" vocab-term-identifier="https://credit.niso.org/contributor-roles/project-administration/">Project administration</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role></contrib>
<contrib contrib-type="author"><name><surname>Bouida</surname><given-names>Wahid</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Project administration" vocab-term-identifier="https://credit.niso.org/contributor-roles/project-administration/">Project administration</role></contrib>
<contrib contrib-type="author"><name><surname>Habib Grissa</surname><given-names>Mohamed</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role></contrib>
<contrib contrib-type="author"><name><surname>Saad</surname><given-names>Jamel</given-names></name>
<xref ref-type="aff" rid="aff10"><sup>10</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/2912058/overview" /><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="supervision" vocab-term-identifier="https://credit.niso.org/contributor-roles/supervision/">Supervision</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role></contrib>
<contrib contrib-type="author"><name><surname>Boubaker</surname><given-names>Hamdi</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="supervision" vocab-term-identifier="https://credit.niso.org/contributor-roles/supervision/">Supervision</role></contrib>
<contrib contrib-type="author"><name><surname>Boukef</surname><given-names>Riadh</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role></contrib>
<contrib contrib-type="author"><name><surname>Neffati</surname><given-names>Fadoua</given-names></name>
<xref ref-type="aff" rid="aff7"><sup>7</sup></xref><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="validation" vocab-term-identifier="https://credit.niso.org/contributor-roles/validation/">Validation</role></contrib>
<contrib contrib-type="author"><name><surname>Sakly</surname><given-names>Nabil</given-names></name>
<xref ref-type="aff" rid="aff11"><sup>11</sup></xref><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="supervision" vocab-term-identifier="https://credit.niso.org/contributor-roles/supervision/">Supervision</role></contrib>
<contrib contrib-type="author"><name><surname>Dridi</surname><given-names>Zohra</given-names></name>
<xref ref-type="aff" rid="aff12"><sup>12</sup></xref><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="supervision" vocab-term-identifier="https://credit.niso.org/contributor-roles/supervision/">Supervision</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role></contrib>
<contrib contrib-type="author"><name><surname>Amine Msolli</surname><given-names>Mohamed</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="validation" vocab-term-identifier="https://credit.niso.org/contributor-roles/validation/">Validation</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role></contrib>
<contrib contrib-type="author"><name><surname>Sriha</surname><given-names>Asma</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff13"><sup>13</sup></xref><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="validation" vocab-term-identifier="https://credit.niso.org/contributor-roles/validation/">Validation</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="methodology" vocab-term-identifier="https://credit.niso.org/contributor-roles/methodology/">Methodology</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Formal analysis" vocab-term-identifier="https://credit.niso.org/contributor-roles/formal-analysis/">Formal analysis</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="supervision" vocab-term-identifier="https://credit.niso.org/contributor-roles/supervision/">Supervision</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role></contrib>
<contrib contrib-type="author"><name><surname>Khochtali</surname><given-names>Ines</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="conceptualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="validation" vocab-term-identifier="https://credit.niso.org/contributor-roles/validation/">Validation</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="methodology" vocab-term-identifier="https://credit.niso.org/contributor-roles/methodology/">Methodology</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="supervision" vocab-term-identifier="https://credit.niso.org/contributor-roles/supervision/">Supervision</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role></contrib>
<contrib contrib-type="author" corresp="yes"><name><surname>Nouira</surname><given-names>Semir</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="corresp" rid="cor1">&#x002A;</xref><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Data curation" vocab-term-identifier="https://credit.niso.org/contributor-roles/data-curation/">Data curation</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="software" vocab-term-identifier="https://credit.niso.org/contributor-roles/software/">Software</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="investigation" vocab-term-identifier="https://credit.niso.org/contributor-roles/investigation/">Investigation</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="visualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/visualization/">Visualization</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="resources" vocab-term-identifier="https://credit.niso.org/contributor-roles/resources/">Resources</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="conceptualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Project administration" vocab-term-identifier="https://credit.niso.org/contributor-roles/project-administration/">Project administration</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Formal analysis" vocab-term-identifier="https://credit.niso.org/contributor-roles/formal-analysis/">Formal analysis</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="supervision" vocab-term-identifier="https://credit.niso.org/contributor-roles/supervision/">Supervision</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="validation" vocab-term-identifier="https://credit.niso.org/contributor-roles/validation/">Validation</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Funding acquisition" vocab-term-identifier="https://credit.niso.org/contributor-roles/funding-acquisition/">Funding acquisition</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="methodology" vocab-term-identifier="https://credit.niso.org/contributor-roles/methodology/">Methodology</role></contrib>
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<aff id="aff1"><label>1</label><institution>Research Laboratory LR12SP18, Monastir University</institution>, <city>Monastir</city>, <country country="tn">Tunisia</country></aff>
<aff id="aff2"><label>2</label><institution>Emergency Department, Haj Ali Soua Regional Hospital</institution>, <city>Monastir</city>, <country country="tn">Tunisia</country></aff>
<aff id="aff3"><label>3</label><institution>Emergency Department, Fattouma Bourguiba University Hospital</institution>, <city>Monastir</city>, <country country="tn">Tunisia</country></aff>
<aff id="aff4"><label>4</label><institution>Department of Endocrinology and Internal Medicine, Fattouma Bourguiba University Hospital</institution>, <city>Monastir</city>, <country country="tn">Tunisia</country></aff>
<aff id="aff5"><label>5</label><institution>Emergency Department, Sahloul University Hospital</institution>, <city>Sousse</city>, <country country="tn">Tunisia</country></aff>
<aff id="aff6"><label>6</label><institution>Emergency Department, Farhat Hached University Hospital</institution>, <city>Sousse</city>, <country country="tn">Tunisia</country></aff>
<aff id="aff7"><label>7</label><institution>Laboratory of Biochemistry and Toxxicology, Fattouma Bourguiba University Hospital</institution>, <city>Monastir</city>, <country country="tn">Tunisia</country></aff>
<aff id="aff8"><label>8</label><institution>Emergency Department, Taher Sfar University Hospital</institution>, <city>Mahdia</city>, <country country="tn">Tunisia</country></aff>
<aff id="aff9"><label>9</label><institution>DACIMAConsulting</institution>, <city>Tunis</city>, <country country="tn">Tunisia</country></aff>
<aff id="aff10"><label>10</label><institution>Department of Imaging and Interventional Radiology, Fattouma Bourguiba University Hospital</institution>, <city>Monastir</city>, <country country="tn">Tunisia</country></aff>
<aff id="aff11"><label>11</label><institution>Departement of Immunology, Fattouma Bourguiba University Hospital</institution>, <city>Monastir</city>, <country country="tn">Tunisia</country></aff>
<aff id="aff12"><label>12</label><institution>Departement of Cardiology, Fattouma Bourguiba University Hospital</institution>, <city>Monastir</city>, <country country="tn">Tunisia</country></aff>
<aff id="aff13"><label>13</label><institution>Departement of Epidemiology and Preventive Medicine, Fattouma Bourguiba University Hospital</institution>, <city>Monastir</city>, <country country="tn">Tunisia</country></aff>
<author-notes>
<corresp id="cor1"><label>&#x002A;</label><bold>Correspondence:</bold> Semir Nouira <email xlink:href="mailto:semir.nouira@rns.tn">semir.nouira@rns.tn</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-01-07"><day>07</day><month>01</month><year>2026</year></pub-date>
<pub-date publication-format="electronic" date-type="collection"><year>2025</year></pub-date>
<volume>12</volume><elocation-id>1646786</elocation-id>
<history>
<date date-type="received"><day>13</day><month>06</month><year>2025</year></date>
<date date-type="rev-recd"><day>28</day><month>11</month><year>2025</year></date>
<date date-type="accepted"><day>10</day><month>12</month><year>2025</year></date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2026 Lamti, Messous, Toumia, Trabelsi, Dhaoui, Bel Haj Ali, Hajji, Benamor, Sekma, Jaballah, Yaakoubi, Zorgati, Beltaief, Ben Soltane, Mezgar, Khrouf, Ben Abdallah, Sghaier, Jerbi, Razgallah, Hallara, Bouida, Habib Grissa, Saad, Boubaker, Boukef, Neffati, Sakly, Dridi, Amine Msolli, Sriha, Khochtali and Nouira.</copyright-statement>
<copyright-year>2026</copyright-year><copyright-holder>Lamti, Messous, Toumia, Trabelsi, Dhaoui, Bel Haj Ali, Hajji, Benamor, Sekma, Jaballah, Yaakoubi, Zorgati, Beltaief, Ben Soltane, Mezgar, Khrouf, Ben Abdallah, Sghaier, Jerbi, Razgallah, Hallara, Bouida, Habib Grissa, Saad, Boubaker, Boukef, Neffati, Sakly, Dridi, Amine Msolli, Sriha, Khochtali and Nouira</copyright-holder><license><ali:license_ref start_date="2026-01-07">https://creativecommons.org/licenses/by/4.0/</ali:license_ref><license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</license-p></license>
</permissions>
<abstract><sec><title>Background</title>
<p>The aim of this study was to investigate the effect of Ramadan fasting (RF) on markers of endothelial function and metabolic parameters in patients with type 2 diabetes mellitus (T2DM) and healthy controls.</p>
</sec><sec><title>Methods</title>
<p>This cohort study involved 305 subjects: 167 T2DM and 138 healthy volunteers subjects. The following parameters were evaluated: body mass index (BMI), diet inflammatory index (DII), serum glucose and lipid profile and high-sensitivity C-reactive protein (hs-CRP) during three separate visits, before Ramadan (baseline), the last week of Ramadan, and during the last week of the month following Ramadan. In each visit, reactive hyperaemia index (RHI) in all participants was assessed. In diabetic patients, serum homocyteine (Hcys) was mesured at baseline and during RF. The primary endpoint was change in RHI, a validated and non-invasive measure of endothelial function. The secondary end point was change in clinical, metabolic parameters, and Hcys. Analyses used non-parametric tests and multivariable regression with multiple imputation.</p>
</sec><sec><title>Results</title>
<p>RF significantly decreased RHI [&#x2212;0.2 UI (95&#x0025; CI &#x2212;0.3 to &#x2212;0.09); <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001] and increased serum homocysteine [1.2&#x2005;&#x00B5;mol/L (95&#x0025; CI 0.7&#x2013;1.8); <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001] in T2DM compared to baseline levels.RF did not significantly change RHI in healthy volunteers. A significant increase in blood glucose (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.001) and LDL cholesterol (<italic>p</italic>&#x2009;&#x003D;&#x2009;0.003) was observed during Ramadan compared to baseline, whereas HDL cholesterol, DII, and BMI decreased. Among healthy volunteers, similar changes in metabolic parameters were observed, with hs-CRP increasing during Ramadan compared to baseline (<italic>p</italic>&#x2009;&#x003D;&#x2009;0.01).</p>
</sec><sec><title>Conclusion</title>
<p>RF seems to be associated with unfavorable effects on endothelial function in diabetic patients but not in healthy subjects. RHI testing could help identifying diabetic patients who should not observe RF or should be closely monitored during fasting.</p>
</sec>
</abstract>
<kwd-group>
<kwd>diabet mellitus type 2</kwd>
<kwd>endothelial function</kwd>
<kwd>fasting (Ramadan)</kwd>
<kwd>homocysteine</kwd>
<kwd>reactive hyperaemia index</kwd>
</kwd-group><funding-group><funding-statement>The author(s) declared that financial support was not received for this work and/or its publication.</funding-statement></funding-group><counts>
<fig-count count="3"/>
<table-count count="2"/><equation-count count="0"/><ref-count count="37"/><page-count count="9"/><word-count count="218121"/></counts><custom-meta-group><custom-meta><meta-name>section-at-acceptance</meta-name><meta-value>Coronary Artery Disease</meta-value></custom-meta></custom-meta-group>
</article-meta>
</front>
<body><sec id="s1" sec-type="intro"><title>Introduction</title>
<p>During Ramadan, millions of Muslims with cardiovascular risk factors abstain from food, water, beverages, oral medicine, and smoking from sunrise to sunset (<xref ref-type="bibr" rid="B1">1</xref>). Ramadan intermittent fasting involves specific dietary and lifestyle modifications, including altered meal timing, food quantity and quality, nocturnal eating, reduced meal frequency, sleep disruption, and reduced physical activity (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B3">3</xref>). It has been shown that Ramadan fasting (RF) could be associated with metabolic changes in patients with diabetes (<xref ref-type="bibr" rid="B4">4</xref>&#x2013;<xref ref-type="bibr" rid="B6">6</xref>); while many studies report minimal variations on glycemic control (<xref ref-type="bibr" rid="B7">7</xref>&#x2013;<xref ref-type="bibr" rid="B12">12</xref>), a recent meta-analysis revealed that RF has the potential to improve HbA1c and fasting blood glucose in people with diabetes mellitus type 2 T2DM (<xref ref-type="bibr" rid="B13">13</xref>).</p>
<p>Beyond its glycemic effects, RF may also help prevent endothelial dysfunction&#x2014;a key contributor to long-term vascular complications in diabetes, by reducing oxidative stress, and systemic inflammation, enhancing nitric oxide bioavailability, improving lipid and glucose metabolism, and promoting favorable hormonal and circadian rhythm adaptations. Few studies have evaluated endothelial outcomes in diabetic and non-diabetic populations (<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B15">15</xref>). Flow-mediated dilation (FMD) and reactive hyperemia-peripheral arterial tonometry (RH-PAT) are both an established method to assess non-invasively endothelial function. Unlike FMD, RH-PAT is operator-independent and easy to use compared with FMD (<xref ref-type="bibr" rid="B16">16</xref>), enabling efficient large-scale assessment. In this study, we evaluated the effects of RF on endothelial function using RH-PAT in T2DM patients and healthy adults.</p>
</sec>
<sec id="s2"><title>Patients and methods</title>
<sec id="s2a"><title>Design</title>
<p>This prospective cohort study included adult healthy subjects and patients with T2DM. They were recruited from university and non-university medical centers. Volunteers&#x0027; participants were recruited, using convenience sampling, at the hospital using bulletin boards advertisements seeking research project healthy volunteers. Diabetic patients were screened in outpatient clinics (endocrinology, internal medicine, family medicine) when they presented for scheduled follow-up. Selection was based on the participant&#x0027;s decision to fast. Exclusion criteria included age under 18 years, diabetics who remain unstable despite antidiabetic treatment, current or previous (14 days) use antidepressants, inability to give informed consent, or terminal chronic disease. After screening, the study design and requirements were thoroughly explained to the participants. Ethical approval for this study was granted by the Research Ethics Committee of Faculty of Medicine of Monastir, under protocol number IORG 0009738 N&#x00B0;114/OMB0990-0279. All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and/or national research committee and with the Helsinki Declaration and its later amendments or comparable ethical standards. This trial was registered at <ext-link ext-link-type="uri" xlink:href="https://ClinicalTrial.gov">ClinicalTrial.gov</ext-link> (NCT05331443).</p>
</sec>
<sec id="s2b"><title>Intervention</title>
<p>The study lasted four years (2019&#x2013;2022) with three separate assessment visits in each year: 1) the week before Ramadan which represented the baseline period (before-R); 2) the last week of Ramadan (during-R); 3) and during the last week of the month following Ramadan (after-R). The duration of fasting was approximately 15&#x2005;h from sunrise to sunset (the time of abstinence from food) during a 30-d period. The assessment in each of the three visits involved physical exam and blood sampling for standard biological tests including, glycemia, lipid profile, and high-sensitivity C-reactive protein (hs-CRP). Serum homocysteine determination using liquid chromatography electrospray tandem mass spectrometric method was performed before-R and during-R. Body weight and height were performed, and body mass index (BMI) was calculated as body weight (kg) divided by squared height in meters (m<sup>2</sup>). Physical examination included systolic and diastolic blood pressure, and heart rate, Additionally, participants completed a questionnaire on their diet. No special nutritional regimen was applied to the participants during the study. All subjects were encouraged to continue their usual lifestyle and activities. All significant clinical events requiring physician consultation or hospital admission during the study period were reported. For patients with comorbidity, compliance to current treatment was assessed by the attending physician based on interview and pill count. Venous blood samples were collected from the enrolled participants during the three time points. The time of blood sampling in the study was 9&#x2013;10 am, at which all participants were fast. And for the purpose of the study, patients were asked to take their last meal (&#x201C;sehour&#x201D;) between 11 o&#x0027;clock pm and midnight. At the two protocol visits, nutritional data was obtained using three days food record questionnaire that was confirmed by certified dietitian. We assessed the inflammatory potential of the diet using the dietary inflammatory index (DII) developed by Shivappa et al. (<xref ref-type="bibr" rid="B17">17</xref>). The DII score ranges from low values (minimum&#x2009;&#x2248;&#x2009;&#x2212;8) that represent an anti-inflammatory diet to high values (maximum&#x2009;&#x2248;&#x2009;&#x002B;8) that indicate a proinflammatory diet. This index was created based on an extensive literature review in order to assess the effect of food parameters (foods/nutrients) on the inflammatory markers (<xref ref-type="bibr" rid="B18">18</xref>).</p>
</sec>
<sec id="s2c"><title>Assessment of endothelial function by non-invasive peripheral arterial tonometry</title>
<p>Peripheral endothelial function was assessed by RH-PAT using the RH-PAT method (Health Tronics, Tunisia) performed after blood sampling at each protocol visit. Room temperature was maintained at all time during the study between 21&#x2005;&#x00B0;C and 24&#x2005;&#x00B0;C; restrictive clothing that could interfere with blood flow to the arms, watches or rings or other jewelry on the hands and fingers were removed and the patient was comfortably seated or allowed to lie down in the study room for at least 15&#x2005;min to reach a relaxed cardiovascular steady-state. A blood pressure cuff was placed on one upper arm (study arm), while the other arm served as a control (control arm); PAT probes were placed on one finger of each hand for continuous recording of the PAT signal. After a 10-min equilibration period, the blood pressure cuff was inflated to supra systolic pressures (60&#x2005;mm Hg upper systolic blood pressure and, in all case, <italic>N</italic>&#x2009;&#x003C;&#x2009;200&#x2005;mm Hg) for 5&#x2005;min. Then the cuff was deflated, while PAT recording continued for 10&#x2005;min. PAT data were analyzed by a computer in an operator-independent manner as previously described. As a measure of reactive hyperemia, a PAT reactive hyperaemic index (RHI) was calculated as the ratio of the average amplitude of the PAT signal over a 1-min time interval starting 1-min after cuff deflation divided by the average amplitude of the PAT signal of a 3.5-min time period before cuff inflation (baseline). Subsequently, RHI value from the study arm was normalized to the control arm. Endothelial dysfunction was defined as a RHI &#x2264;1.6.</p>
</sec>
<sec id="s2d"><title>Primary and secondary outcomes</title>
<p>The primary endpoint was the change in RHI, a validated and non-invasive measure of endothelial function, during-R compared to before-R period. Secondary endpoint is the change of serum homocysteine and metabolic parameters including glycemia, serum lipid profile, BMI, DII, and hs-CRP.</p>
</sec>
<sec id="s2e"><title>Statistical analysis</title>
<p>A pre-study sample-size calculation indicated that a sample of 500 patients was sufficient to detect a 10&#x0025; improvement in reactive hyperaemia index, with a power of 80&#x0025; and <italic>&#x03B1;</italic>&#x2009;&#x003D;&#x2009;0.05.</p>
<p>Continuous variables were tested for normal distribution by Kolmogorov&#x2013;Smirnov test. The quantitative variables were expressed by their means with the estimation of their confidence intervals at 95&#x0025;. A non-parametric test (Friedman test: Dunn&#x0027;s Test with Bonferonni adjustment) was used to compare non Gaussian quantitative variables before, during and after Ramadan. Two-sided <italic>p</italic> values of less than 0&#x00B7;05 were considered to indicate statistical significance. We included odds ratio (ORs) and 95&#x0025; confidence intervals (CIs) in the comparison of during-R primary and secondary outcomes. A multivariable logistic regression was used to investigate the association between RHI changes and prespecified variables including age, gender, comorbidities, baseline and Ramadan induced change of BMI, DII, glycemia, serum lipid profile, hs-CRP, and serum homocysteine. We used chained equations to impute missing values in the predictor variables with multiple imputation. Because of the small sample size, only variables with a univariate <italic>P</italic> value of less than 0.20 were entered in to this analysis. A backward elimination algorithm was then applied with the use of a <italic>P</italic> value of less than 0.05. All analyses were done using the Statistical Package for Social Sciences software (SPSS version 20.0).</p>
</sec>
</sec>
<sec id="s3" sec-type="results"><title>Results</title>
<p>In total, 305 participants were included, 167 patients in diabetic T2DM group, and 138 healthy volunteers (volunteers group).</p>
<sec id="s3a"><title>Healthy volunteers</title>
<p>The mean age was 47&#x2009;&#x00B1;&#x2009;13 years (21&#x2013;81 years) with a male/female ratio 0.3. Apart from a history of smoking found in 4&#x0025; of subjects, no other comorbidities were reported. An RHI &#x2264; 1.6, indicating impaired endothelial function, was present in 45&#x0025; of the group. The changes of RHI during-R and after -R were not significant compared to before-R (<xref ref-type="fig" rid="F1">Figure&#x00A0;1</xref>). Changes in metabolic parameters during-R and after-R compared to before-R period are shown in <xref ref-type="table" rid="T1">Table&#x00A0;1</xref>. No significant changes were observed with regard to triglycerides and HDL cholesterol, while the serum glucose, total cholesterol, and LDL cholesterol increased significantly during Ramadan compared to before-R. BMI and DII decreased significantly during-R compared to before-R (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.001). The hs-CRP levels increased during-R compared to before-R and decreased after-R (<italic>p</italic>&#x2009;&#x003D;&#x2009;0.01).</p>
<fig id="F1" position="float"><label>Figure&#x00A0;1</label>
<caption><p>Reactive Hyperemia Index (RHI) values among healthy volunteers. No significant difference of RHI values between the three periods (<italic>p</italic>&#x2009;&#x003D;&#x2009;0.08). AU, arbitrary unit.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fcvm-12-1646786-g001.tif"><alt-text content-type="machine-generated">A box plot chart shows RHI (AU) values before, during, and after Ramadan among healthy volunteers. Each box represents the interquartile range with median lines, and whiskers indicate variability outside the upper and lower quartiles. The data points for each period exhibit slight variations.</alt-text>
</graphic>
</fig>
<table-wrap id="T1" position="float"><label>Table&#x00A0;1</label>
<caption><p>Changes of clinical and biological parameters during the three study periods (before, during, and after Ramadan) among healthy volunteers (<italic>n</italic>&#x2009;&#x003D;&#x2009;138).</p></caption>
<table>
<colgroup>
<col align="left"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="left">Clinical and biological parameters</th>
<th valign="top" align="center">Before-Ramadan</th>
<th valign="top" align="center">During-Ramadan</th>
<th valign="top" align="center">After-Ramadan</th>
<th valign="top" align="center"><italic>p</italic></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" style="background-color:#d9d9d9" colspan="5">Mean [95&#x0025; CI]</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Systolic blood pressure (mmHg)</td>
<td valign="top" align="center">121 [117&#x2013;125]</td>
<td valign="top" align="center">117 [113&#x2013;120]<xref ref-type="table-fn" rid="TF2">&#x002A;</xref></td>
<td valign="top" align="center">119 [115&#x2013;124]</td>
<td valign="top" align="center">0.01</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Diastolic blood pressure (mmHg)</td>
<td valign="top" align="center">76 [74&#x2013;78]</td>
<td valign="top" align="center">76 [74&#x2013;79]</td>
<td valign="top" align="center">77 [74&#x2013;80]</td>
<td valign="top" align="center">0.53</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Heart rate <bold>(</bold>bpm<bold>)</bold></td>
<td valign="top" align="center">70 [68&#x2013;73]</td>
<td valign="top" align="center">72 [70&#x2013;74]</td>
<td valign="top" align="center">71 [69&#x2013;74]</td>
<td valign="top" align="center">0.11</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;BMI, (kg/m<sup>2</sup>)</td>
<td valign="top" align="center">29.8 [28.8&#x2013;31.0]</td>
<td valign="top" align="center">29.6 [28.5&#x2013;30.7]<xref ref-type="table-fn" rid="TF2">&#x002A;</xref></td>
<td valign="top" align="center">29.7 [28.7&#x2013;30.8]</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Hs-CRP</td>
<td valign="top" align="center">1.9 [1.5&#x2013;2.43]</td>
<td valign="top" align="center">2.7 [1.5&#x2013;4.5]</td>
<td valign="top" align="center">1.9[1.5&#x2013;2.5]</td>
<td valign="top" align="center">0.01</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;DII</td>
<td valign="top" align="center">&#x2212;4.1 [(&#x2212;4.6)-(&#x2212;3.7)]</td>
<td valign="top" align="center">&#x2212;4.35 [(&#x2212;4.7)-(&#x2212;3.9)]</td>
<td valign="top" align="center">&#x2212;3.29 [(&#x2212;3.5)-(&#x2212;3)]<xref ref-type="table-fn" rid="TF3"><sup>&#x0024;</sup></xref><sup>,</sup><xref ref-type="table-fn" rid="TF4"><sup>&#x00A3;</sup></xref></td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Glycemia, (mmol/L)</td>
<td valign="top" align="center">5.6 [5.3&#x2013;5.9]</td>
<td valign="top" align="center">6.4 [6&#x2013;7]<xref ref-type="table-fn" rid="TF2">&#x002A;</xref></td>
<td valign="top" align="center">5.9 [5.2&#x2013;6.8]<xref ref-type="table-fn" rid="TF3"><sup>&#x0024;</sup></xref></td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Cholesterol, (mmol/L)</td>
<td valign="top" align="center">4.6 [4.5&#x2013;4.8]</td>
<td valign="top" align="center">4.9 [4.6&#x2013;5.2]<xref ref-type="table-fn" rid="TF2">&#x002A;</xref></td>
<td valign="top" align="center">4.6 [4.3&#x2013;4.9] <xref ref-type="table-fn" rid="TF3"><sup>&#x0024;</sup></xref></td>
<td valign="top" align="center">0.02</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Triglycerides, (mmol/L)</td>
<td valign="top" align="center">1.3 [1.1&#x2013;1.4]</td>
<td valign="top" align="center">1.4 [1.2&#x2013;1.6]</td>
<td valign="top" align="center">1.3 [1.1&#x2013;1.5]</td>
<td valign="top" align="center">0.53</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;HDL-c, (mmol/L)</td>
<td valign="top" align="center">1.2 [1.1&#x2013;1.3]</td>
<td valign="top" align="center">1.1 [1.08&#x2013;1.2]</td>
<td valign="top" align="center">1.2 [1.1&#x2013;1.2]</td>
<td valign="top" align="center">0.83</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;LDL-c, (mmol/L)</td>
<td valign="top" align="center">3.2 [3&#x2013;3.4]</td>
<td valign="top" align="center">3.4 [3.2&#x2013;3.7]<xref ref-type="table-fn" rid="TF2">&#x002A;</xref></td>
<td valign="top" align="center">3.2 [2.9&#x2013;3.4] <xref ref-type="table-fn" rid="TF3"><sup>&#x0024;</sup></xref></td>
<td valign="top" align="center">0.01</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="TF1"><p>BMI, body mass index; Hs-CRP, high-sensitivity C-reactive protein; DII, dietary inflammatory index; HDL-c, high-density lipoprotein cholesterol; LDL-c, low-density lipoprotein cholesterol.</p></fn>
<fn id="TF2"><label>&#x002A;</label>
<p><italic>p</italic>&#x2009;&#x003C;&#x2009;0.05 during Ramadan vs. before Ramadan,</p></fn>
<fn id="TF3"><label>&#x0024;</label>
<p><italic>p</italic>&#x2009;&#x003C;&#x2009;0.05 during Ramadan vs. after Ramadan,</p></fn>
<fn id="TF4"><label>&#x00A3;</label>
<p><italic>p</italic>&#x2009;&#x003C;&#x2009;0.05 before Ramadan vs. after Ramadan.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3b"><title>T2DM patients</title>
<p>The mean age was 59&#x2009;&#x00B1;&#x2009;9 years with a male/female ratio 0.62. Most diabetic patients were overweight (15.1&#x0025;) or obese (84.9&#x0025;). History of hypertension was present in 124 patients (74.3&#x0025;), history of coronary artery disease in 17 patients (10&#x0025;), dyslipidemia in 81 patients (48.5&#x0025;), and smoking in 14 patients (8.4&#x0025;). Endothelial dysfunction was observed in 76&#x0025; of the group.Compared to levels before-R, RHI significantly decreased during-R [difference &#x2212;0.2 (95&#x0025; CI &#x2212;0.3 to &#x2212;0.09); <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001] and then significantly increased after-R [difference 0.11 (95&#x0025; CI 0.005&#x2013;0.22); <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001] (<xref ref-type="fig" rid="F2">Figure&#x00A0;2</xref>).</p>
<fig id="F2" position="float"><label>Figure&#x00A0;2</label>
<caption><p>Reactive Hyperemia Index (RHI) values among T2DM patients. &#x002A;<italic>p</italic>&#x2009;&#x2264;&#x2009;0.05 vs. before Ramadan. &#x002A;&#x002A;<italic>p</italic>&#x2009;&#x2264;&#x2009;0.05 vs. during Ramadan. AU: arbitrary unit.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fcvm-12-1646786-g002.tif"><alt-text content-type="machine-generated">A box plot chart shows RHI (AU) values before, during, and after Ramadan among T2DM patients. Each box represents data distribution with the median marked. Outliers are indicated with asterisks.</alt-text>
</graphic>
</fig>
<p>Homocysteine increased significantly during-R [difference 1.2&#x2005;mmol/L (95&#x0025; CI 0.7&#x2013;1.8); <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001] (<xref ref-type="fig" rid="F3">Figure&#x00A0;3</xref>). Multivariate analysis did not identify any variable independently associated with RHI changes, except delta homocysteine (homocysteine before-R minus homocysteine during-R), which was associated with a fasting RHI decrease [OR (95&#x0025; CI) 2.7 (0.98&#x2013;7.69), <italic>p</italic>&#x2009;&#x003D;&#x2009;0.054]. Changes in metabolic parameters are shown in <xref ref-type="table" rid="T2">Table&#x00A0;2</xref>.</p>
<fig id="F3" position="float"><label>Figure&#x00A0;3</label>
<caption><p>Homocysteine values in T2DM patient. &#x002A;<italic>p</italic>&#x2009;&#x2264;&#x2009;0.05 vs. during Ramadan.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fcvm-12-1646786-g003.tif"><alt-text content-type="machine-generated">Box plot comparing serum homocysteine levels (&#x00B5;mol/L) before and during Ramadan in T2DM patient. The levels before Ramadan range from approximately 11 to 19, with an outlier above 21. During Ramadan, levels range from about 11 to 22.</alt-text>
</graphic>
</fig>
<table-wrap id="T2" position="float"><label>Table&#x00A0;2</label>
<caption><p>Changes of biological parameters during the three study periods (before, during, and after ramadan) in the diabetic patients (<italic>n</italic>&#x2009;&#x003D;&#x2009;167).</p></caption>
<table>
<colgroup>
<col align="left"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="left">Clinical and biological parameters</th>
<th valign="top" align="center">Before-Ramadan</th>
<th valign="top" align="center">During-Ramadan</th>
<th valign="top" align="center">After-Ramadan</th>
<th valign="top" align="center"><italic>p</italic></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" style="background-color:#d9d9d9" colspan="5">Mean [95&#x0025; CI]</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Systolic blood pressure (mmHg)</td>
<td valign="top" align="center">140 [130&#x2013;160]</td>
<td valign="top" align="center">139 [127&#x2013;150]</td>
<td valign="top" align="center">136 [124&#x2013;150]<xref ref-type="table-fn" rid="TF7"><sup>&#x0024;</sup></xref><sup>,</sup><xref ref-type="table-fn" rid="TF8"><sup>&#x00A3;</sup></xref></td>
<td valign="top" align="center">0.001</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Diastolic blood pressure (mmHg)</td>
<td valign="top" align="center">80 [70&#x2013;87]</td>
<td valign="top" align="center">80 [73&#x2013;86]</td>
<td valign="top" align="center">80 [73&#x2013;84]</td>
<td valign="top" align="center">0.32</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Heart rate (beats)</td>
<td valign="top" align="center">77 [71&#x2013;85]</td>
<td valign="top" align="center">76 [69&#x2013;83]</td>
<td valign="top" align="center">76 [68&#x2013;80]</td>
<td valign="top" align="center">0.11</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;BMI, (kg/m<sup>2</sup>)</td>
<td valign="top" align="center">31.4 [30.4&#x2013;32.5]</td>
<td valign="top" align="center">31.2 [30.1&#x2013;32.3]</td>
<td valign="top" align="center">30.9 [29.9&#x2013;32.1]<xref ref-type="table-fn" rid="TF7"><sup>&#x0024;</sup></xref><sup>,</sup><xref ref-type="table-fn" rid="TF8"><sup>&#x00A3;</sup></xref></td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Hs-CRP,</td>
<td valign="top" align="center">4.7 [2.3&#x2013;8.7]</td>
<td valign="top" align="center">3 [2.1&#x2013;4.2]</td>
<td valign="top" align="center">3.1 [2&#x2013;4.7]</td>
<td valign="top" align="center">0.4</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;DII</td>
<td valign="top" align="center">&#x2212;4.4 [(&#x2212;4.8)-(&#x2212;3.9)]</td>
<td valign="top" align="center">&#x2212;5 [(&#x2212;5.5)- (&#x2212;4.6)]<xref ref-type="table-fn" rid="TF6">&#x002A;</xref></td>
<td valign="top" align="center">&#x2212;4 [(&#x2212;4.5)- (&#x2212;3.5)]<xref ref-type="table-fn" rid="TF7"><sup>&#x0024;</sup></xref></td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Glycemia, (mmol/L)</td>
<td valign="top" align="center">8.9 [7.9&#x2013;9.9]</td>
<td valign="top" align="center">10.3 [9.1&#x2013;11.5]<xref ref-type="table-fn" rid="TF6">&#x002A;</xref></td>
<td valign="top" align="center">8.9 [7.9&#x2013;10]<xref ref-type="table-fn" rid="TF7"><sup>&#x0024;</sup></xref></td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Cholesterol, (mmol/L)</td>
<td valign="top" align="center">4.5 [4.2&#x2013;4.8]</td>
<td valign="top" align="center">4.6 [4.3&#x2013;4.9]</td>
<td valign="top" align="center">4.2 [4 -4.6]<xref ref-type="table-fn" rid="TF7"><sup>&#x0024;</sup></xref></td>
<td valign="top" align="center">0.001</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Triglycerides, (mmol/L)</td>
<td valign="top" align="center">1.7 [1.5&#x2013;1.9]</td>
<td valign="top" align="center">1.77 [1.5&#x2013;2]</td>
<td valign="top" align="center">1.63 [1.4- 1.8]</td>
<td valign="top" align="center">0.71</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;HDLc, (mmol/L)</td>
<td valign="top" align="center">1 [0.9&#x2013;1.1]</td>
<td valign="top" align="center">0.9 [0.9&#x2013;1]<xref ref-type="table-fn" rid="TF6">&#x002A;</xref></td>
<td valign="top" align="center">1 [0.9 -1.7]<xref ref-type="table-fn" rid="TF7"><sup>&#x0024;</sup></xref></td>
<td valign="top" align="center">0.001</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;LDLc, (mmol/L)</td>
<td valign="top" align="center">2.9 [2.6&#x2013;3.1]</td>
<td valign="top" align="center">3.1 [2.8&#x2013;3.4]<xref ref-type="table-fn" rid="TF6">&#x002A;</xref></td>
<td valign="top" align="center">3.2 [2.9&#x2013;3.5]<xref ref-type="table-fn" rid="TF7"><sup>&#x0024;</sup></xref></td>
<td valign="top" align="center">0.003</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="TF5"><p>BMI, body mass index; Hs-CRP, high-sensitivity C-reactive protein; DII, dietary inflammatory index; HDL-c, high-density lipoprotein cholesterol; LDL-c, low-density lipoprotein cholesterol.</p></fn>
<fn id="TF6"><label>&#x002A;</label>
<p><italic>p</italic>&#x2009;&#x003C;&#x2009;0.05 during Ramadan vs. before Ramadan,</p></fn>
<fn id="TF7"><label>&#x0024;</label>
<p><italic>p</italic>&#x2009;&#x003C;&#x2009;0.05 during Ramadan vs. after Ramadan,</p></fn>
<fn id="TF8"><label>&#x00A3;</label>
<p><italic>p</italic>&#x2009;&#x003C;&#x2009;0.05 before Ramadan vs. after Ramadan.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>During Ramadan, we observed a significant increase in blood glucose levels (difference 1.4&#x2005;mmol/L (95&#x0025; CI 0.4&#x2013;1.8; <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001) and LDL cholesterol [difference 0.16&#x2005;mmol/L (95&#x0025; CI 0.01&#x2013;0.31); <italic>p</italic>&#x2009;&#x003D;&#x2009;0.003]. We also observed a significant decrease during Ramadan of HDL cholesterol [difference &#x2212;0.1&#x2005;mmol/L (95&#x0025; CI &#x2212;0.15 to &#x2212;0.005); <italic>p</italic>&#x2009;&#x003D;&#x2009;0.001], DII [&#x2013;0.61 (95&#x0025; CI &#x2212;0.96 to &#x2212;0.08); <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001], and BMI [&#x2013;0.4&#x2005;kg (95&#x0025; CI &#x2212;0.96 to &#x2212;0.08); <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001]. Total cholesterol, triglycerides and hs-CRP did not significantly change. As in healthy volunteers, systolic blood pressure decreased significantly during-R compared to before-R. After Ramadan, a return to baseline values was observed for most of these parameters (<xref ref-type="table" rid="T2">Table&#x00A0;2</xref>). The percentage of hypoglycemic events among diabetic patients was low and similar during the three study periods. No diabetic patient was admitted to the Emergency Department for hyperglycemia exacerbation during the study period.</p>
</sec>
</sec>
<sec id="s4" sec-type="discussion"><title>Discussion</title>
<p>In diabetic patients, RF was associated with a significant decrease in RHI and alteration of metabolic parameters, including glycemia and lipid profile, alongside reductions in BMI and DII. Most variables returned to pre-Ramadan levels after RF. Notably, no interaction was observed between the decrease in RHI and changes of metabolic parameters, BMI, DII, or hs-CRP. In healthy volunteers, RF did not significantly affect RHI but was associated with increases in glycemia, cholesterol, and LDL-c levels.</p>
<p>It is widely recognized that diabetes is one of the most frequent disorders worldwide, with rising incidence over recent decades (<xref ref-type="bibr" rid="B19">19</xref>). T2DM is an independent risk factor for cardiovascular disease and accelerates changes in vascular structure and function, especially endothelial function (<xref ref-type="bibr" rid="B20">20</xref>). Interventions improving diabetes may thus also benefit endothelial function. Increasing evidence supports RF&#x0027;s positive effects on glycemic control, though data on endothelial function remain limited. Caloric restriction and intermittent fasting have been shown to improve cardiovascular outcomes by decreasing insulin resistance and increasing insulin sensitivity, potentially enhancing endothelial function, especially in obese patients (<xref ref-type="bibr" rid="B21">21</xref>). In healthy subjects, Bastani et al. and Esmaeilzadeh et al. showed respectively a significant decrease in oxidative stress markers (<xref ref-type="bibr" rid="B22">22</xref>) and increase of acethylcholine induced hyperemic skin reactions (<xref ref-type="bibr" rid="B23">23</xref>). In diabetic patients, data are limited to one retrospective cohort study performed on 26 T2DM patients using intercellular adhesion molecule-1 (ICAM-1) as a biological marker of endothelial function (<xref ref-type="bibr" rid="B24">24</xref>). Other studies in patients with cardiovascular risks or obesity have reported improvements in nitric oxide levels, triglycerides, HDL cholesterol, and FMD after RF (<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B26">26</xref>). In contrast, our study observed increased homocysteine levels and decreased RHI in diabetic patients (<xref ref-type="bibr" rid="B27">27</xref>), independent of baseline characteristics or metabolic changes suggesting other factors may influence endothelial function during RF (<xref ref-type="bibr" rid="B28">28</xref>). Short-term glucose fluctuations during RF can trigger proinflammatory pathways and oxidative stress (<xref ref-type="bibr" rid="B29">29</xref>&#x2013;<xref ref-type="bibr" rid="B31">31</xref>), and transient hyperglycemia has been shown to induce even more vascular damage than sustained hyperglycemia (<xref ref-type="bibr" rid="B32">32</xref>). Thus, the decrease in RHI during fasting may be explained by these glucose fluctuations, which promote oxidative stress and endothelial injury, and by potential alterations in autonomic function and vascular tone independent of other metabolic changes.</p>
<p>This study has several limitations that deserve mention. First, The sample size was smaller than initially calculated, due to limited eligible participants, recruitment challenges, and logistical constraints, however, a <italic>post-hoc</italic> power analysis based on the observed effect size and variability of RHI demonstrated that the achieved sample size still provided adequate statistical power (&#x2265;80&#x0025;) to detect significant differences in the primary endpoint. Extrapolation of our results to type I diabetic patients should be specifically investigated. Second, there has been no agreement on the ideal test for the evaluation of endothelial dysfunction (<xref ref-type="bibr" rid="B33">33</xref>). Measurements of circulating endothelial biomarkers is often used in clinical trials; they are currently recommended with regard to their accuracy and easy interpretation by clinicians (<xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B35">35</xref>). In the present study we used peripheralarterial tonometry and serum homocysteine to assess endothelial function and we found consistent results. Use of additional biomarkers of antioxidant capacity and oxidative stress in our study would strengthen the validity of our results, however, their cost was a limiting factor. In addition, previous studies largely demonstrated a significant positive correlation between these measurements methods and both were correlated with cardiovascular events (<xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B37">37</xref>).</p>
<p>In conclusion, our findings suggest that Ramadan fasting, a form of intermittent fasting has unfavorable effects on endothelial function in diabetic patients but not in healthy subjects. This effect was independent of baseline characteristics or metabolic derangements occurring during RF. Our findings suggest to consider RHI testing for better identifying in diabetic patients who should not observe RF and provide individualized guidance regarding fasting safety, potential risks, and strategies to minimize vascular complications, such as careful glycemic monitoring, lifestyle adjustments, and close follow-up during Ramadan.</p>
</sec>
</body>
<back>
<sec id="s5" sec-type="data-availability"><title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s6" sec-type="ethics-statement"><title>Ethics statement</title>
<p>The studies involving humans were approved by Research Ethics Committee of Faculty of Medicine of Monastir. The studies were conducted in accordance with the local legislation and institutional requirements. The participants provided their written informed consent to participate in this study.</p>
</sec>
<sec id="s7" sec-type="author-contributions"><title>Author contributions</title>
<p>FL: Formal analysis, Writing &#x2013; original draft, Data curation. SM: Writing &#x2013; review &#x0026; editing, Funding acquisition, Writing &#x2013; original draft, Data curation, Formal analysis. MT: Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing, Visualization. IT: Writing &#x2013; original draft, Formal analysis. RD: Writing &#x2013; original draft, Resources. KBHA: Writing &#x2013; original draft, Resources. EH: Data curation, Writing &#x2013; original draft. BB: Resources, Writing &#x2013; original draft. AdS: Resources, Writing &#x2013; original draft. RJ: Writing &#x2013; original draft, Formal analysis. HY: Writing &#x2013; original draft, Data curation. AZ: Visualization, Writing &#x2013; original draft. KB: Writing &#x2013; original draft, Methodology. HBS: Writing &#x2013; original draft, Methodology. ZM: Writing &#x2013; original draft, Visualization. MK: Project administration, Writing &#x2013; original draft. IB: Writing &#x2013; original draft. AmS: Writing &#x2013; original draft, Data curation. NJ: Writing &#x2013; original draft. RR: Writing &#x2013; original draft, Formal analysis. IH: Project administration, Writing &#x2013; original draft. WB: Writing &#x2013; original draft, Project administration. MH: Writing &#x2013; original draft. JS: Supervision, Writing &#x2013; original draft. HB: Writing &#x2013; original draft, Supervision. RB: Writing &#x2013; original draft. FN: Writing &#x2013; original draft, Validation. NS: Writing &#x2013; original draft, Supervision. ZD: Supervision, Writing &#x2013; original draft. MA: Validation, Writing &#x2013; original draft. AsS: Validation, Methodology, Formal analysis, Supervision, Writing &#x2013; original draft. IK: Conceptualization, Validation, Methodology, Supervision, Writing &#x2013; original draft. SN: Data curation, Software, Investigation, Visualization, Resources, Conceptualization, Writing &#x2013; original draft, Project administration, Writing &#x2013; review &#x0026; editing, Formal analysis, Supervision, Validation, Funding acquisition, Methodology.</p>
</sec>
<ack><title>Acknowledgments</title>
<p>The authors would like to thank the Ramadan Research Group; Samia Grira, Mounira Sahtout, Afifa Koubaa, Abdallah Gabsi, Lamia Achour, Belhadj Youssef Hichem, Mounira Attia, Sonia Khedher, all members of this group belong to the Regional Directorate of Primary Health Care, Monastir- Tunisia.</p>
</ack>
<sec id="s9" sec-type="COI-statement"><title>Conflict of interest</title>
<p>RR was employed by DACIMAConsulting.</p>
<p>The remaining author(s) declared that this work was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s10" sec-type="ai-statement"><title>Generative AI statement</title>
<p>The author(s) declared that generative AI was not used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec id="s11" sec-type="disclaimer"><title>Publisher&#x0027;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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<fn-group>
<fn id="n1" fn-type="custom" custom-type="edited-by"><p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1160139/overview">Tommaso Gori</ext-link>, Johannes Gutenberg University Mainz, Germany</p></fn>
<fn id="n2" fn-type="custom" custom-type="reviewed-by"><p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2984433/overview">Qutaiba Qasim</ext-link>, University of Basrah, Iraq</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3012833/overview">Moses Banyeh</ext-link>, University for Development Studies, Ghana</p></fn>
</fn-group>
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